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Minimal README

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  app_file: app.py
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  pinned: false
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  license: apache-2.0
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- # 🎨 Stable Diffusion Image Generator
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- Generate stunning AI art from text descriptions using Stable Diffusion 2.1!
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-
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- ## πŸš€ Features
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-
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- - πŸ’¬ **Text-to-Image**: Create images from detailed descriptions
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- - 🎨 **Customizable**: Control size, quality, and style
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- - 🎲 **Reproducible**: Use seeds for consistent results
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- - ⚑ **Multiple Schedulers**: DPM++ 2M and Euler Ancestral
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- - πŸ–ΌοΈ **Batch Generation**: Create multiple variations at once
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-
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- ## 🎯 How to Use
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- 1. **Write a Prompt**: Describe the image you want in detail
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- 2. **Add Negative Prompt**: Specify what to avoid
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- 3. **Adjust Settings**: Size, steps, guidance scale
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- 4. **Generate**: Click the button and wait
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- 5. **Download**: Save your AI-generated artwork!
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- ## πŸ’‘ Prompt Tips
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- ### Good Prompt Structure
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- `[Subject] + [Style] + [Lighting] + [Details] + [Quality]`
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-
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- ### Examples
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- - "a serene japanese garden, cherry blossoms, koi pond, soft lighting, 4k"
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- - "portrait of a cyberpunk character, neon lights, detailed, digital art"
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- - "fantasy landscape with mountains, dramatic sunset, epic, highly detailed"
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-
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- ### Style Keywords
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- - photorealistic, digital art, oil painting, watercolor, anime
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- - cinematic, ethereal, vibrant, dramatic, soft
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-
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- ### Quality Modifiers
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- - highly detailed, 4k, 8k, sharp focus, intricate
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- - trending on artstation, masterpiece
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- ## πŸ”§ Settings Guide
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- | Parameter | Range | Recommended | Effect |
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- |-----------|-------|-------------|--------|
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- | **Steps** | 10-50 | 20-30 | Quality (more = better but slower) |
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- | **Guidance** | 1-20 | 7-10 | Prompt adherence |
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- | **Size** | 256-1024 | 512x512 | Image resolution |
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- | **Seed** | Any number | -1 (random) | Reproducibility |
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-
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- ## πŸ“Š Performance
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- | Hardware | Resolution | Steps | Time |
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- |----------|-----------|-------|------|
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- | CPU Free | 512x512 | 20 | ~3-5 min |
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- | T4 GPU | 512x512 | 25 | ~15-20 sec |
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- | T4 GPU | 768x768 | 30 | ~30-40 sec |
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- ## 🎨 Model Info
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- - **Base**: Stable Diffusion 2.1
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- - **Resolution**: Optimized for 768px
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- - **Training**: LAION-5B dataset
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- - **License**: CreativeML Open RAIL++-M
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-
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- ## πŸ“š Resources
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- - [Stable Diffusion Paper](https://arxiv.org/abs/2112.10752)
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- - [Model Card](https://huggingface.co/stabilityai/stable-diffusion-2-1)
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- - [Diffusers Docs](https://huggingface.co/docs/diffusers)
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- ---
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- **Made with ❀️ using HuggingFace Diffusers**
 
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  app_file: app.py
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  pinned: false
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  license: apache-2.0